Here, \(\mu _{i}^{\left(x_{i}\right)}\)  denotes the size of the \(i\) -th layer with \(x_{i}\)  bit quantization and \(\beta _{i}^{\left(x_{i}\right)}\)  is the corresponding BOPS required for computing that layer. All the equations are adopted from [1]}. We have considered the bit precision for both weights and activations to be same so that the mathematical operations become efficient. The overall MP quantization process is summarized in figure [somethin].
<FIGURE>